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High-level hyperspectral image classification based on spectro-spatial dimensionality reduction
Spatial Statistics
◽
10.1016/j.spasta.2016.02.003
◽
2016
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Vol 16
◽
pp. 103-117
◽
Cited By ~ 12
Author(s):
Akrem Sellami
◽
Imed Riadh Farah
Keyword(s):
Dimensionality Reduction
◽
Image Classification
◽
Hyperspectral Image
◽
Hyperspectral Image Classification
◽
High Level
◽
Spatial Dimensionality
Download Full-text
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Supervised Spatially Coherent Nonlinear Dimensionality Reduction for Hyperspectral Image Classification
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
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10.1109/whispers52202.2021.9484060
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2021
◽
Author(s):
Sergio D. Manzanarez
◽
Vidya Manian
Keyword(s):
Dimensionality Reduction
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Hyperspectral Image
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Nonlinear Dimensionality Reduction
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Hyperspectral Image Classification
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Randomized Locality-Preserving Discriminant Analysis for Dimensionality Reduction and Hyperspectral Image Classification
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium
◽
10.1109/igarss.2019.8899852
◽
2019
◽
Author(s):
Vineetha Menon
Keyword(s):
Discriminant Analysis
◽
Dimensionality Reduction
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Image Classification
◽
Hyperspectral Image
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Hyperspectral Image Classification
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Locality Preserving
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Dimensionality Reduction and Linear Discriminant Analysis for Hyperspectral Image Classification
Lecture Notes in Computer Science - Knowledge-Based Intelligent Information and Engineering Systems
◽
10.1007/978-3-540-85567-5_49
◽
2008
◽
pp. 392-399
◽
Cited By ~ 6
Author(s):
Qian Du
◽
Nicolas H. Younan
Keyword(s):
Discriminant Analysis
◽
Dimensionality Reduction
◽
Linear Discriminant Analysis
◽
Image Classification
◽
Hyperspectral Image
◽
Hyperspectral Image Classification
◽
Linear Discriminant
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Fusion Of Low-And High-Level Features For Uav Hyperspectral Image Classification
2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS)
◽
10.1109/whispers.2019.8921178
◽
2019
◽
Author(s):
Shuang Zhang
◽
Xuming Zhang
◽
Aizhu Zhang
◽
Hang Fu
◽
Ji Cheng
◽
...
Keyword(s):
Image Classification
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Hyperspectral Image
◽
Hyperspectral Image Classification
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High Level
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Noise-adjusted sparsity-preserving-based dimensionality reduction for hyperspectral image classification
7th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS)
◽
10.1109/pprs.2012.6398318
◽
2012
◽
Author(s):
Nam Ly
◽
Qian Du
◽
James E. Fowler
Keyword(s):
Dimensionality Reduction
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Image Classification
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Hyperspectral Image
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Hyperspectral Image Classification
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Dimensionality Reduction Based on Group-Based Tensor Model for Hyperspectral Image Classification
IEEE Geoscience and Remote Sensing Letters
◽
10.1109/lgrs.2016.2593789
◽
2016
◽
Vol 13
(10)
◽
pp. 1497-1501
◽
Cited By ~ 11
Author(s):
Jinliang An
◽
Xiangrong Zhang
◽
L. C. Jiao
Keyword(s):
Dimensionality Reduction
◽
Image Classification
◽
Hyperspectral Image
◽
Tensor Model
◽
Hyperspectral Image Classification
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Nonlinear Dimensionality Reduction via the ENH-LTSA Method for Hyperspectral Image Classification
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
◽
10.1109/jstars.2013.2238890
◽
2014
◽
Vol 7
(2)
◽
pp. 375-388
◽
Cited By ~ 28
Author(s):
Weiwei Sun
◽
Avner Halevy
◽
John J. Benedetto
◽
Wojciech Czaja
◽
Weiyue Li
◽
...
Keyword(s):
Dimensionality Reduction
◽
Image Classification
◽
Hyperspectral Image
◽
Nonlinear Dimensionality Reduction
◽
Hyperspectral Image Classification
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Randomized independent component analysis and linear discriminant analysis dimensionality reduction methods for hyperspectral image classification
Journal of Applied Remote Sensing
◽
10.1117/1.jrs.14.036507
◽
2020
◽
Vol 14
(03)
◽
pp. 1
Author(s):
Chippy Jayaprakash
◽
Bharath Bhushan Damodaran
◽
Sowmya Viswanathan
◽
Kutti Padannayil Soman
Keyword(s):
Discriminant Analysis
◽
Independent Component Analysis
◽
Dimensionality Reduction
◽
Linear Discriminant Analysis
◽
Image Classification
◽
Hyperspectral Image
◽
Independent Component
◽
Hyperspectral Image Classification
◽
Linear Discriminant
◽
Reduction Methods
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Dimensionality reduction in hyperspectral image classification
2004 International Conference on Image Processing, 2004. ICIP '04.
◽
10.1109/icip.2004.1419448
◽
2005
◽
Cited By ~ 1
Author(s):
Huiwen Zeng
◽
H.J. Trussell
Keyword(s):
Dimensionality Reduction
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Image Classification
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Hyperspectral Image
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Hyperspectral Image Classification
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Kernelized sparse graph-embedded dimensionality reduction for hyperspectral image classification
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)
◽
10.1109/whispers.2014.8077579
◽
2014
◽
Author(s):
Zhaohui Xue
◽
Peijun Du
◽
Hongjun Su
Keyword(s):
Dimensionality Reduction
◽
Image Classification
◽
Hyperspectral Image
◽
Sparse Graph
◽
Hyperspectral Image Classification
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